Table Data - All Employees: Professional and Business Services: Services to Buildings and Dwellings in Pennsylvania
| Title | All Employees: Professional and Business Services: Services to Buildings and Dwellings in Pennsylvania |
|---|---|
| Series ID | SMU42000006056170001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2025-12-01 |
| Last Updated | 2026-01-28 2:16 AM CST |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 52.4191634388132 |
| 1990-02-01 | 52.5106688603184 |
| 1990-03-01 | 52.9232458518606 |
| 1990-04-01 | 52.3783201505124 |
| 1990-05-01 | 51.9083710270049 |
| 1990-06-01 | 52.4120153817604 |
| 1990-07-01 | 52.4161398591637 |
| 1990-08-01 | 52.8164140671622 |
| 1990-09-01 | 52.7898700409231 |
| 1990-10-01 | 52.8348220560835 |
| 1990-11-01 | 53.0250051498234 |
| 1990-12-01 | 53.1029187442659 |
| 1991-01-01 | 53.1613397908701 |
| 1991-02-01 | 52.8838959069082 |
| 1991-03-01 | 52.7003747947258 |
| 1991-04-01 | 52.6499167531748 |
| 1991-05-01 | 52.3665544087137 |
| 1991-06-01 | 52.2417616041399 |
| 1991-07-01 | 51.2815639991988 |
| 1991-08-01 | 51.5582376029917 |
| 1991-09-01 | 51.6967968576147 |
| 1991-10-01 | 51.8997226252922 |
| 1991-11-01 | 52.0820313010487 |
| 1991-12-01 | 51.8498746606359 |
| 1992-01-01 | 52.3036646941242 |
| 1992-02-01 | 52.1020512713477 |
| 1992-03-01 | 51.4955738154708 |
| 1992-04-01 | 51.8120645013633 |
| 1992-05-01 | 52.0788508014677 |
| 1992-06-01 | 52.3310272501614 |
| 1992-07-01 | 52.5423769180869 |
| 1992-08-01 | 52.5328431491578 |
| 1992-09-01 | 52.5015941065833 |
| 1992-10-01 | 53.0301661318200 |
| 1992-11-01 | 52.7596577635748 |
| 1992-12-01 | 52.6896530290011 |
| 1993-01-01 | 52.6164042340835 |
| 1993-02-01 | 52.8044124849412 |
| 1993-03-01 | 51.0642554443391 |
| 1993-04-01 | 53.6640848708128 |
| 1993-05-01 | 53.7395739634250 |
| 1993-06-01 | 52.5210671918125 |
| 1993-07-01 | 53.8939952137447 |
| 1993-08-01 | 53.9178317278700 |
| 1993-09-01 | 54.6292807331389 |
| 1993-10-01 | 54.0759485870584 |
| 1993-11-01 | 53.9566325913007 |
| 1993-12-01 | 54.0645843628316 |
| 1994-01-01 | 53.8661403063690 |
| 1994-02-01 | 53.8414334003852 |
| 1994-03-01 | 52.5061488688262 |
| 1994-04-01 | 53.9281026169014 |
| 1994-05-01 | 53.8073030013299 |
| 1994-06-01 | 53.5377453384352 |
| 1994-07-01 | 53.8912393094273 |
| 1994-08-01 | 53.8147361252080 |
| 1994-09-01 | 53.7907533320127 |
| 1994-10-01 | 53.4335260318910 |
| 1994-11-01 | 53.4137345666323 |
| 1994-12-01 | 53.1312259467826 |
| 1995-01-01 | 54.0728284977109 |
| 1995-02-01 | 54.1729090226352 |
| 1995-03-01 | 55.0475326393668 |
| 1995-04-01 | 54.1195066744624 |
| 1995-05-01 | 53.6994042583577 |
| 1995-06-01 | 53.8594777282737 |
| 1995-07-01 | 53.4088984773454 |
| 1995-08-01 | 53.4371363876682 |
| 1995-09-01 | 53.4613209440300 |
| 1995-10-01 | 53.2507512263737 |
| 1995-11-01 | 53.5632126304101 |
| 1995-12-01 | 53.7690945369088 |
| 1996-01-01 | 53.0567151571757 |
| 1996-02-01 | 53.9223844403006 |
| 1996-03-01 | 53.9811822369050 |
| 1996-04-01 | 53.9940751600351 |
| 1996-05-01 | 54.7345110444160 |
| 1996-06-01 | 54.7093887223995 |
| 1996-07-01 | 54.7204402496864 |
| 1996-08-01 | 55.0956872406750 |
| 1996-09-01 | 54.8897399080436 |
| 1996-10-01 | 54.7982040792924 |
| 1996-11-01 | 54.7587779118212 |
| 1996-12-01 | 54.2722312153004 |
| 1997-01-01 | 54.7926184226454 |
| 1997-02-01 | 54.9719531269265 |
| 1997-03-01 | 54.5263232576895 |
| 1997-04-01 | 54.9509960881621 |
| 1997-05-01 | 55.1395889716593 |
| 1997-06-01 | 55.2058457652345 |
| 1997-07-01 | 55.2621358094954 |
| 1997-08-01 | 55.4796072505259 |
| 1997-09-01 | 55.5663582768084 |
| 1997-10-01 | 55.8504112647771 |
| 1997-11-01 | 55.5604921021757 |
| 1997-12-01 | 55.5518715276848 |
| 1998-01-01 | 54.1548044700425 |
| 1998-02-01 | 53.6260932374307 |
| 1998-03-01 | 54.2618954700610 |
| 1998-04-01 | 58.1370810481728 |
| 1998-05-01 | 58.0692036641885 |
| 1998-06-01 | 58.1516192656684 |
| 1998-07-01 | 59.0605256273188 |
| 1998-08-01 | 58.8959988844332 |
| 1998-09-01 | 59.0159784222569 |
| 1998-10-01 | 59.6252664093339 |
| 1998-11-01 | 59.6473893480615 |
| 1998-12-01 | 60.4115388728404 |
| 1999-01-01 | 60.9605102035822 |
| 1999-02-01 | 61.1204179226219 |
| 1999-03-01 | 65.9469247023952 |
| 1999-04-01 | 61.2935872309904 |
| 1999-05-01 | 61.3684665043296 |
| 1999-06-01 | 61.3761374814532 |
| 1999-07-01 | 60.6777466059167 |
| 1999-08-01 | 60.3535195061477 |
| 1999-09-01 | 61.0345732397114 |
| 1999-10-01 | 61.0910707744582 |
| 1999-11-01 | 61.6513464824781 |
| 1999-12-01 | 62.3974920397416 |
| 2000-01-01 | 62.2778336878977 |
| 2000-02-01 | 61.9155407174371 |
| 2000-03-01 | 63.6025865861531 |
| 2000-04-01 | 63.2790716034369 |
| 2000-05-01 | 62.6591212659321 |
| 2000-06-01 | 62.7239207090832 |
| 2000-07-01 | 63.4484859260618 |
| 2000-08-01 | 63.5626466784423 |
| 2000-09-01 | 63.9799920465188 |
| 2000-10-01 | 63.7384917381736 |
| 2000-11-01 | 63.8064523306787 |
| 2000-12-01 | 63.7496919211956 |
| 2001-01-01 | 64.3472071696012 |
| 2001-02-01 | 65.1718714530285 |
| 2001-03-01 | 64.7364075259802 |
| 2001-04-01 | 64.2065813130885 |
| 2001-05-01 | 64.5894187682869 |
| 2001-06-01 | 64.8203752683642 |
| 2001-07-01 | 64.6089731552184 |
| 2001-08-01 | 64.4539108453205 |
| 2001-09-01 | 64.3994355056363 |
| 2001-10-01 | 64.6160172753199 |
| 2001-11-01 | 64.4351849436419 |
| 2001-12-01 | 64.3044580097262 |
| 2002-01-01 | 64.6008848964689 |
| 2002-02-01 | 64.7012854828971 |
| 2002-03-01 | 65.1069788824710 |
| 2002-04-01 | 65.1969297129609 |
| 2002-05-01 | 65.1904767604308 |
| 2002-06-01 | 65.2477194890250 |
| 2002-07-01 | 65.1155653799697 |
| 2002-08-01 | 64.9144740465473 |
| 2002-09-01 | 64.7832363240663 |
| 2002-10-01 | 65.2539325816600 |
| 2002-11-01 | 65.6393908020038 |
| 2002-12-01 | 65.9047354225558 |
| 2003-01-01 | 66.9425384931676 |
| 2003-02-01 | 66.3204064651924 |
| 2003-03-01 | 64.8756673733492 |
| 2003-04-01 | 66.7656061043755 |
| 2003-05-01 | 67.1383087723927 |
| 2003-06-01 | 66.7744590107905 |
| 2003-07-01 | 67.0585380664213 |
| 2003-08-01 | 67.4897817507627 |
| 2003-09-01 | 67.7391074674642 |
| 2003-10-01 | 67.6082608000083 |
| 2003-11-01 | 67.7460820925252 |
| 2003-12-01 | 67.8093152803706 |
| 2004-01-01 | 68.7421647614730 |
| 2004-02-01 | 67.2448692517079 |
| 2004-03-01 | 67.7217912260475 |
| 2004-04-01 | 68.1665696573982 |
| 2004-05-01 | 68.2302976133410 |
| 2004-06-01 | 68.4415006648232 |
| 2004-07-01 | 68.6556042628230 |
| 2004-08-01 | 68.6765159284633 |
| 2004-09-01 | 68.4964151649360 |
| 2004-10-01 | 68.3254095810851 |
| 2004-11-01 | 68.2815082259545 |
| 2004-12-01 | 68.6244340039522 |
| 2005-01-01 | 67.8707052789137 |
| 2005-02-01 | 67.4662092762068 |
| 2005-03-01 | 66.9276735719372 |
| 2005-04-01 | 69.8154253245153 |
| 2005-05-01 | 69.8010951395048 |
| 2005-06-01 | 69.7232739113103 |
| 2005-07-01 | 69.8867468852470 |
| 2005-08-01 | 69.8157517471324 |
| 2005-09-01 | 70.1517592276875 |
| 2005-10-01 | 69.6009600737596 |
| 2005-11-01 | 69.7456279635422 |
| 2005-12-01 | 69.4727908711773 |
| 2006-01-01 | 70.1977520537304 |
| 2006-02-01 | 71.0662841434963 |
| 2006-03-01 | 71.4725902424138 |
| 2006-04-01 | 71.4846256684140 |
| 2006-05-01 | 71.1287043278857 |
| 2006-06-01 | 71.4262265088160 |
| 2006-07-01 | 71.3285549404010 |
| 2006-08-01 | 71.6804165419032 |
| 2006-09-01 | 71.8584321178799 |
| 2006-10-01 | 72.1508668046098 |
| 2006-11-01 | 72.1646181512934 |
| 2006-12-01 | 71.8986707203509 |
| 2007-01-01 | 71.6830027349797 |
| 2007-02-01 | 71.6952736481216 |
| 2007-03-01 | 71.1763884973477 |
| 2007-04-01 | 72.1868618986813 |
| 2007-05-01 | 72.7158889912792 |
| 2007-06-01 | 73.2293855664402 |
| 2007-07-01 | 73.3921305394939 |
| 2007-08-01 | 73.3484250868985 |
| 2007-09-01 | 73.4728727089886 |
| 2007-10-01 | 72.9478118592911 |
| 2007-11-01 | 73.4664001073163 |
| 2007-12-01 | 73.5601500464810 |
| 2008-01-01 | 73.5741633963007 |
| 2008-02-01 | 73.3499654989585 |
| 2008-03-01 | 73.1269742309342 |
| 2008-04-01 | 73.4745599742038 |
| 2008-05-01 | 73.5449679930209 |
| 2008-06-01 | 73.2282301618042 |
| 2008-07-01 | 73.3632750754955 |
| 2008-08-01 | 73.2118562431626 |
| 2008-09-01 | 72.8097724904297 |
| 2008-10-01 | 73.0360233519884 |
| 2008-11-01 | 72.2716518556186 |
| 2008-12-01 | 71.7980712078189 |
| 2009-01-01 | 72.1507678972974 |
| 2009-02-01 | 71.5603425862105 |
| 2009-03-01 | 71.0673431660085 |
| 2009-04-01 | 70.6955646772596 |
| 2009-05-01 | 70.9909449009610 |
| 2009-06-01 | 70.7416883748877 |
| 2009-07-01 | 70.4752295790346 |
| 2009-08-01 | 70.5688708037744 |
| 2009-09-01 | 70.9199294663389 |
| 2009-10-01 | 71.0692083308497 |
| 2009-11-01 | 71.1243583580112 |
| 2009-12-01 | 72.0642468795743 |
| 2010-01-01 | 71.6533384948808 |
| 2010-02-01 | 72.9306519628831 |
| 2010-03-01 | 71.0121004117961 |
| 2010-04-01 | 72.8462813783009 |
| 2010-05-01 | 72.6508978870561 |
| 2010-06-01 | 72.6620890402538 |
| 2010-07-01 | 72.4101224022859 |
| 2010-08-01 | 72.7037767244459 |
| 2010-09-01 | 72.4891046308264 |
| 2010-10-01 | 72.8277738468425 |
| 2010-11-01 | 73.1829796087490 |
| 2010-12-01 | 73.2881454113964 |
| 2011-01-01 | 74.9720039861014 |
| 2011-02-01 | 73.4800549169716 |
| 2011-03-01 | 73.8115377594581 |
| 2011-04-01 | 73.5513026788678 |
| 2011-05-01 | 73.7090588351081 |
| 2011-06-01 | 74.1445348999727 |
| 2011-07-01 | 74.1288910971640 |
| 2011-08-01 | 73.9962378927678 |
| 2011-09-01 | 74.4924839674360 |
| 2011-10-01 | 74.4699142071304 |
| 2011-11-01 | 74.8225830105110 |
| 2011-12-01 | 74.7596944352522 |
| 2012-01-01 | 75.3047287496069 |
| 2012-02-01 | 75.2599574393369 |
| 2012-03-01 | 77.0853478619384 |
| 2012-04-01 | 75.5495710207595 |
| 2012-05-01 | 74.3788936071363 |
| 2012-06-01 | 74.0444462533838 |
| 2012-07-01 | 72.9035906176250 |
| 2012-08-01 | 73.2363033418792 |
| 2012-09-01 | 73.4003755297565 |
| 2012-10-01 | 73.6173794648435 |
| 2012-11-01 | 73.5146848209951 |
| 2012-12-01 | 73.1779148620681 |
| 2013-01-01 | 72.2576675992976 |
| 2013-02-01 | 72.7477323551622 |
| 2013-03-01 | 72.5798791122669 |
| 2013-04-01 | 73.0838136951668 |
| 2013-05-01 | 73.3461489824598 |
| 2013-06-01 | 73.3050850301758 |
| 2013-07-01 | 73.8704264330833 |
| 2013-08-01 | 74.3171656853754 |
| 2013-09-01 | 74.2243672822372 |
| 2013-10-01 | 74.0731167909243 |
| 2013-11-01 | 74.1924033960307 |
| 2013-12-01 | 73.8275754748166 |
| 2014-01-01 | 74.9826320933144 |
| 2014-02-01 | 75.3071982121224 |
| 2014-03-01 | 72.8494226444534 |
| 2014-04-01 | 74.9331063225468 |
| 2014-05-01 | 75.5230907031316 |
| 2014-06-01 | 75.9356097357336 |
| 2014-07-01 | 75.6737309809685 |
| 2014-08-01 | 75.9271375657799 |
| 2014-09-01 | 75.9092467978407 |
| 2014-10-01 | 75.4989852142969 |
| 2014-11-01 | 75.4081714852921 |
| 2014-12-01 | 75.3825272235807 |
| 2015-01-01 | 75.4474556219890 |
| 2015-02-01 | 75.6544579482879 |
| 2015-03-01 | 72.9969269400477 |
| 2015-04-01 | 75.5860581522916 |
| 2015-05-01 | 76.6244609811657 |
| 2015-06-01 | 76.2019384683031 |
| 2015-07-01 | 76.5033921355065 |
| 2015-08-01 | 76.3482944596029 |
| 2015-09-01 | 76.0914235438626 |
| 2015-10-01 | 76.4266661291965 |
| 2015-11-01 | 76.3845034339773 |
| 2015-12-01 | 76.1363332984515 |
| 2016-01-01 | 76.3619374166202 |
| 2016-02-01 | 76.4763035469585 |
| 2016-03-01 | 76.7451755630776 |
| 2016-04-01 | 77.5109776313099 |
| 2016-05-01 | 76.9518448622379 |
| 2016-06-01 | 76.7945274150416 |
| 2016-07-01 | 76.6147431973849 |
| 2016-08-01 | 76.4305842575158 |
| 2016-09-01 | 76.7409060741677 |
| 2016-10-01 | 76.8331321683357 |
| 2016-11-01 | 77.1159211730416 |
| 2016-12-01 | 77.1856514696639 |
| 2017-01-01 | 76.9899913731806 |
| 2017-02-01 | 77.3054842524338 |
| 2017-03-01 | 77.0406051362809 |
| 2017-04-01 | 77.6625156235968 |
| 2017-05-01 | 77.5536538484758 |
| 2017-06-01 | 77.4187159251434 |
| 2017-07-01 | 77.1250324991610 |
| 2017-08-01 | 77.4320277641021 |
| 2017-09-01 | 77.3740466783440 |
| 2017-10-01 | 77.3772213906325 |
| 2017-11-01 | 77.0811758151614 |
| 2017-12-01 | 77.7598688452581 |
| 2018-01-01 | 77.9848300573523 |
| 2018-02-01 | 77.5297675781056 |
| 2018-03-01 | 76.7457494609963 |
| 2018-04-01 | 76.6027693455020 |
| 2018-05-01 | 77.7365171652088 |
| 2018-06-01 | 78.5708241961482 |
| 2018-07-01 | 78.3122645027179 |
| 2018-08-01 | 78.2715025724604 |
| 2018-09-01 | 77.8079607005056 |
| 2018-10-01 | 77.7221557856972 |
| 2018-11-01 | 77.8371558648583 |
| 2018-12-01 | 77.7867152671599 |
| 2019-01-01 | 77.9857507108043 |
| 2019-02-01 | 78.3521641595386 |
| 2019-03-01 | 76.1475403684108 |
| 2019-04-01 | 78.3631878563296 |
| 2019-05-01 | 78.5043330499277 |
| 2019-06-01 | 78.3413926924445 |
| 2019-07-01 | 78.5169598128536 |
| 2019-08-01 | 78.5022530130069 |
| 2019-09-01 | 78.3424298053182 |
| 2019-10-01 | 77.9243956658503 |
| 2019-11-01 | 77.5228152201677 |
| 2019-12-01 | 76.8793114774465 |
| 2020-01-01 | 77.4297824452453 |
| 2020-02-01 | 75.7057232086743 |
| 2020-03-01 | 76.2036824385261 |
| 2020-04-01 | 64.1335338897374 |
| 2020-05-01 | 68.9032024378836 |
| 2020-06-01 | 70.9448110136821 |
| 2020-07-01 | 71.4578557502079 |
| 2020-08-01 | 71.9963024747142 |
| 2020-09-01 | 72.9752075948716 |
| 2020-10-01 | 74.0316793098426 |
| 2020-11-01 | 74.5222921376971 |
| 2020-12-01 | 75.0998303102154 |
| 2021-01-01 | 74.1515381951490 |
| 2021-02-01 | 75.7197690691667 |
| 2021-03-01 | 73.1639571135509 |
| 2021-04-01 | 76.1878248268908 |
| 2021-05-01 | 75.8021650553344 |
| 2021-06-01 | 75.5498656422914 |
| 2021-07-01 | 76.1430389700095 |
| 2021-08-01 | 76.1776639372548 |
| 2021-09-01 | 76.3638320672104 |
| 2021-10-01 | 77.0569554055942 |
| 2021-11-01 | 77.6347696579201 |
| 2021-12-01 | 78.5037771704852 |
| 2022-01-01 | 78.2076520068025 |
| 2022-02-01 | 77.6422423223064 |
| 2022-03-01 | 78.2550897130249 |
| 2022-04-01 | 78.4318270771176 |
| 2022-05-01 | 77.9576092995605 |
| 2022-06-01 | 77.7419801481499 |
| 2022-07-01 | 77.9295180219773 |
| 2022-08-01 | 77.8334783959617 |
| 2022-09-01 | 77.7827420890321 |
| 2022-10-01 | 77.7303852931188 |
| 2022-11-01 | 78.0248760505740 |
| 2022-12-01 | 78.2188468344721 |
| 2023-01-01 | 77.5854620626446 |
| 2023-02-01 | 77.4967433634879 |
| 2023-03-01 | 77.8732484340169 |
| 2023-04-01 | 77.7039798783694 |
| 2023-05-01 | 77.6654396273464 |
| 2023-06-01 | 77.4896017956590 |
| 2023-07-01 | 77.0928404964200 |
| 2023-08-01 | 77.3069936290591 |
| 2023-09-01 | 77.6158802795401 |
| 2023-10-01 | 77.2840632791405 |
| 2023-11-01 | 76.2409859927815 |
| 2023-12-01 | 76.4264930199371 |
| 2024-01-01 | 77.2071950178735 |
| 2024-02-01 | 78.0345398342308 |
| 2024-03-01 | 78.0963960731786 |
| 2024-04-01 | 78.1921187402100 |
| 2024-05-01 | 78.6875953849809 |
| 2024-06-01 | 78.8975716102393 |
| 2024-07-01 | 78.3444571489240 |
| 2024-08-01 | 78.2297118683251 |
| 2024-09-01 | 78.1900796988595 |
| 2024-10-01 | 77.6527826593588 |
| 2024-11-01 | 77.1126987274855 |
| 2024-12-01 | 80.5326678015475 |
| 2025-01-01 | 82.2666751069690 |
| 2025-02-01 | 83.0492155709884 |
| 2025-03-01 | 81.5597301045653 |
| 2025-04-01 | 80.0988485944998 |
| 2025-05-01 | 79.8104639354693 |
| 2025-06-01 | 81.2827294969756 |
| 2025-07-01 | 81.7642361300118 |
| 2025-08-01 | 82.1251878296189 |
| 2025-09-01 | 79.1463858315618 |
| 2025-10-01 | 79.8247858301693 |
| 2025-11-01 | 80.5359009931286 |
| 2025-12-01 | 80.3964517625534 |